{"id":8367,"date":"2024-08-27T08:17:00","date_gmt":"2024-08-27T01:17:00","guid":{"rendered":"https:\/\/tino.org\/?p=8367"},"modified":"2025-06-11T12:40:25","modified_gmt":"2025-06-11T05:40:25","slug":"data-analyst-la-gi","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/data-analyst-la-gi\/","title":{"rendered":"Data Analyst l\u00e0 g\u00ec? H\u00e0nh tr\u00ecnh tr\u1edf th\u00e0nh b\u1eadc th\u1ea7y ph\u00e2n t\u00edch d\u1eef li\u1ec7u"},"content":{"rendered":"\n\n\n

Trong th\u1eddi \u0111\u1ea1i s\u1ed1, d\u1eef li\u1ec7u<\/a> \u0111\u01b0\u1ee3c v\u00ed nh\u01b0 \u201cv\u00e0ng \u0111en\u201d \u0111\u1ed1i v\u1edbi m\u1ecdi doanh nghi\u1ec7p. Tuy nhi\u00ean, l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 bi\u1ebfn \u201cv\u00e0ng \u0111en\u201d \u0111\u00f3 th\u00e0nh nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch ph\u1ee5c v\u1ee5 cho vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh? \u0110\u00e2y ch\u00ednh l\u00e0 nhi\u1ec7m v\u1ee5 c\u1ee7a Data Analyst. V\u1eady ch\u00ednh x\u00e1c Data Analyst l\u00e0 g\u00ec? Data Analyst l\u00e0m nh\u1eefng c\u00f4ng vi\u1ec7c n\u00e0o? M\u1eddi b\u1ea1n c\u00f9ng Tino Group t\u00ecm hi\u1ec3u chi ti\u1ebft qua b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y nh\u00e9!<\/strong><\/p>\n\n\n\n

<\/a>Data Analyst l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\n

Theo b\u00e0i vi\u1ebft: \u201cWhat Does a Data Analyst Do? Your 2024 Career Guide<\/em><\/a>\u201d <\/em>tr\u00ean trang Coursera, Data Analyst (ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/em>) l\u00e0 chuy\u00ean gia chuy\u00ean thu th\u1eadp, t\u1ed5 ch\u1ee9c, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra nh\u1eefng th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb, h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a doanh nghi\u1ec7p. C\u00f4ng vi\u1ec7c ch\u00ednh c\u1ee7a Data Analyst l\u00e0: x\u00e1c \u0111\u1ecbnh d\u1eef li\u1ec7u c\u1ea7n ph\u00e2n t\u00edch, thu th\u1eadp, l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u, th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch v\u00e0 di\u1ec5n gi\u1ea3i k\u1ebft qu\u1ea3.<\/p>\n\n\n

\n
\"khai-niem-ve-data-analyst\"
Kh\u00e1i ni\u1ec7m v\u1ec1 Data Analyst<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n

Th\u00f4ng qua qu\u00e1 tr\u00ecnh \u0111\u00f3, Data Analyst c\u00f3 th\u1ec3 nh\u00ecn nh\u1eadn t\u1ed5ng quan v\u1ec1 t\u00ecnh h\u00ecnh hi\u1ec7n t\u1ea1i, l\u00fd gi\u1ea3i nguy\u00ean nh\u00e2n c\u1ee7a c\u00e1c s\u1ef1 ki\u1ec7n, d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng t\u01b0\u01a1ng lai v\u00e0 \u0111\u01b0a ra nh\u1eefng khuy\u1ebfn ngh\u1ecb c\u1ee5 th\u1ec3 cho doanh nghi\u1ec7p.<\/p>\n\n\n\n

<\/a>5 nhi\u1ec7m v\u1ee5 ch\u00ednh c\u1ee7a Data Analyst<\/strong><\/h2>\n\n\n\n

Data Analyst \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 vi\u1ec7c thu th\u1eadp, ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Kh\u00f4ng \u0111\u01a1n thu\u1ea7n l\u00e0 l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u, Data Analyst c\u00f2n ph\u1ea3i c\u00f3 k\u1ef9 n\u0103ng truy\u1ec1n t\u1ea3i k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch r\u00f5 r\u00e0ng, d\u1ec5 hi\u1ec3u. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 5 nhi\u1ec7m v\u1ee5<\/a> ch\u00ednh m\u00e0 Data Analyst c\u1ea7n l\u00e0m m\u1ed7i ng\u00e0y.<\/p>\n\n\n\n

<\/a>#1. Thu th\u1eadp d\u1eef li\u1ec7u<\/strong><\/h3>\n\n\n\n

M\u1ed9t trong nh\u1eefng nhi\u1ec7m v\u1ee5 c\u1ed1t l\u00f5i c\u1ee7a Data Analyst l\u00e0 thu th\u1eadp d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft. C\u00f4ng vi\u1ec7c n\u00e0y c\u00f3 th\u1ec3 bao g\u1ed3m th\u1ef1c hi\u1ec7n c\u00e1c kh\u1ea3o s\u00e1t, theo d\u00f5i h\u00e0nh vi ng\u01b0\u1eddi d\u00f9ng tr\u00ean website<\/a> ho\u1eb7c mua d\u1eef li\u1ec7u t\u1eeb c\u00e1c ngu\u1ed3n chuy\u00ean bi\u1ec7t. Kh\u1ea3 n\u0103ng x\u00e1c \u0111\u1ecbnh \u0111\u00fang ngu\u1ed3n d\u1eef li\u1ec7u v\u00e0 ph\u01b0\u01a1ng ph\u00e1p thu th\u1eadp ph\u00f9 h\u1ee3p l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng th\u00f4ng tin \u0111\u1ea7u v\u00e0o.<\/p>\n\n\n\n

<\/a>#2. L\u00e0m s\u1ea1ch d\u1eef li\u1ec7u<\/strong><\/h3>\n\n\n\n

D\u1eef li\u1ec7u th\u00f4 th\u01b0\u1eddng ch\u1ee9a nhi\u1ec1u l\u1ed7i, tr\u00f9ng l\u1eb7p ho\u1eb7c gi\u00e1 tr\u1ecb b\u1ea5t th\u01b0\u1eddng. Data Analyst \u0111\u1ea3m nhi\u1ec7m vi\u1ec7c l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng th\u00f4ng tin. Qu\u00e1 tr\u00ecnh n\u00e0y bao g\u1ed3m: s\u1eeda l\u1ed7i, lo\u1ea1i b\u1ecf d\u1eef li\u1ec7u kh\u00f4ng h\u1ee3p l\u1ec7 v\u00e0 chu\u1ea9n h\u00f3a \u0111\u1ecbnh d\u1ea1ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh ch\u00ednh x\u00e1c v\u00e0 nh\u1ea5t qu\u00e1n c\u1ee7a d\u1eef li\u1ec7u.<\/p>\n\n\n\n

<\/a>#3. M\u00f4 h\u00ecnh ho\u00e1 d\u1eef li\u1ec7u<\/strong><\/h3>\n\n\n\n

Data Analyst c\u1ea7n thi\u1ebft k\u1ebf c\u1ea5u tr\u00fac c\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111\u1ec3 l\u01b0u tr\u1eef v\u00e0 qu\u1ea3n l\u00fd th\u00f4ng tin. Vi\u1ec7c x\u00e1c \u0111\u1ecbnh lo\u1ea1i d\u1eef li\u1ec7u, m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c d\u1eef li\u1ec7u v\u00e0 c\u00e1ch th\u1ee9c hi\u1ec3n th\u1ecb th\u00f4ng tin l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng trong qu\u00e1 tr\u00ecnh n\u00e0y. M\u1ed9t m\u00f4 h\u00ecnh d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 l\u00e0 n\u1ec1n t\u1ea3ng cho c\u00e1c ph\u00e2n t\u00edch ti\u1ebfp theo.<\/p>\n\n\n

\n
\"cac-nhiem-vu-chinh-cua-data-analyst\"
C\u00e1c nhi\u1ec7m v\u1ee5 ch\u00ednh c\u1ee7a Data Analyst<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n

<\/a>#4. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h3>\n\n\n\n

\u0110\u00e2y l\u00e0 b\u01b0\u1edbc c\u1ed1t l\u00f5i trong c\u00f4ng vi\u1ec7c c\u1ee7a Data Analyst. H\u1ecd t\u00ecm c\u00e1c m\u1eabu, xu h\u01b0\u1edbng v\u00e0 m\u1ed1i quan h\u1ec7 \u1ea9n s\u00e2u trong d\u1eef li\u1ec7u \u0111\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi \u0111\u1eb7t ra. S\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea v\u00e0 ph\u1ea7n m\u1ec1m chuy\u00ean d\u1ee5ng, Data Analyst c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 th\u00f4ng tin gi\u00e1 tr\u1ecb t\u1eeb d\u1eef li\u1ec7u.<\/p>\n\n\n\n

<\/a>#5. Tr\u00ecnh b\u00e0y k\u1ebft qu\u1ea3<\/strong><\/h3>\n\n\n\n

Kh\u1ea3 n\u0103ng truy\u1ec1n \u0111\u1ea1t th\u00f4ng tin l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ec3 t\u1ea1o ra gi\u00e1 tr\u1ecb t\u1eeb d\u1eef li\u1ec7u. Data Analyst chuy\u1ec3n \u0111\u1ed5i k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch th\u00e0nh c\u00e1c bi\u1ec3u \u0111\u1ed3, b\u00e1o c\u00e1o v\u00e0 thuy\u1ebft tr\u00ecnh d\u1ec5 hi\u1ec3u. H\u1ecd gi\u1ea3i th\u00edch \u00fd ngh\u0129a c\u1ee7a c\u00e1c ph\u00e1t hi\u1ec7n, \u0111\u01b0a ra khuy\u1ebfn ngh\u1ecb v\u00e0 thuy\u1ebft ph\u1ee5c ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean th\u00f4ng tin \u0111\u01b0\u1ee3c cung c\u1ea5p.<\/p>\n\n\n\n

<\/a>4 lo\u1ea1i Data Analyst th\u01b0\u1eddng g\u1eb7p<\/strong><\/h2>\n\n\n\n

C\u00f3 4 lo\u1ea1i <\/a>Data Analyst th\u01b0\u1eddng xuy\u00ean \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng, g\u00f3p ph\u1ea7n mang l\u1ea1i gi\u00e1 tr\u1ecb ng\u00e0y c\u00e0ng cao cho doanh nghi\u1ec7p.<\/p>\n\n\n\n

<\/a>Data Analyst ph\u00e2n t\u00edch m\u00f4 t\u1ea3<\/strong><\/h3>\n\n\n\n

Lo\u1ea1i ph\u00e2n t\u00edch n\u00e0y t\u1eadp trung v\u00e0o vi\u1ec7c xem x\u00e9t nh\u1eefng g\u00ec \u0111\u00e3 x\u1ea3y ra trong qu\u00e1 kh\u1ee9, nh\u01b0 doanh thu h\u00e0ng th\u00e1ng, doanh s\u1ed1 qu\u00fd ho\u1eb7c l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp trang web h\u00e0ng n\u0103m. C\u00f4ng vi\u1ec7c c\u1ee7a Data Analyst \u1edf m\u1ee9c \u0111\u1ed9 n\u00e0y l\u00e0 gi\u00fap t\u1ed5 ch\u1ee9c nh\u1eadn di\u1ec7n c\u00e1c xu h\u01b0\u1edbng v\u00e0 thay \u0111\u1ed5i trong d\u1eef li\u1ec7u l\u1ecbch s\u1eed.<\/p>\n\n\n\n

<\/a>Data Analyst ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n<\/strong><\/h3>\n\n\n\n

\u0110\u00e2y l\u00e0 lo\u1ea1i ph\u00e2n t\u00edch t\u00ecm hi\u1ec3u nguy\u00ean nh\u00e2n c\u1ee7a c\u00e1c s\u1ef1 ki\u1ec7n \u0111\u00e3 x\u1ea3y ra b\u1eb1ng c\u00e1ch so s\u00e1nh c\u00e1c t\u1eadp d\u1eef li\u1ec7u m\u00f4 t\u1ea3. Data Analyst ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n gi\u00fap t\u1ed5 ch\u1ee9c x\u00e1c \u0111\u1ecbnh l\u00fd do \u0111\u1eb1ng sau nh\u1eefng k\u1ebft qu\u1ea3 t\u00edch c\u1ef1c ho\u1eb7c ti\u00eau c\u1ef1c, t\u1eeb \u0111\u00f3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 c\u00e1c y\u1ebfu t\u1ed1 \u1ea3nh h\u01b0\u1edfng.<\/p>\n\n\n\n

<\/a>Data Analyst ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n<\/strong><\/h3>\n\n\n\n

Lo\u1ea1i ph\u00e2n t\u00edch n\u00e0y nh\u1eb1m d\u1ef1 \u0111o\u00e1n c\u00e1c k\u1ebft qu\u1ea3 c\u00f3 th\u1ec3 x\u1ea3y ra trong t\u01b0\u01a1ng lai b\u1eb1ng c\u00e1ch ph\u00e1t hi\u1ec7n c\u00e1c xu h\u01b0\u1edbng trong ph\u00e2n t\u00edch m\u00f4 t\u1ea3 v\u00e0 ch\u1ea9n \u0111o\u00e1n. Data Analyst ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n gi\u00fap t\u1ed5 ch\u1ee9c th\u1ef1c hi\u1ec7n c\u00e1c h\u00e0nh \u0111\u1ed9ng ch\u1ee7 \u0111\u1ed9ng, ch\u1eb3ng h\u1ea1n nh\u01b0 d\u1ef1 \u0111o\u00e1n kh\u00e1ch h\u00e0ng c\u00f3 kh\u1ea3 n\u0103ng kh\u00f4ng gia h\u1ea1n h\u1ee3p \u0111\u1ed3ng.<\/p>\n\n\n

\n
\"cac-loai-data-analyst-thuong-gap\"
C\u00e1c lo\u1ea1i Data Analyst th\u01b0\u1eddng g\u1eb7p<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n

<\/a>Data Analyst ph\u00e2n t\u00edch khuy\u1ebfn ngh\u1ecb<\/strong><\/h3>\n\n\n\n

Ph\u00e2n t\u00edch khuy\u1ebfn ngh\u1ecb t\u00ecm c\u00e1ch x\u00e1c \u0111\u1ecbnh c\u00e1c h\u00e0nh \u0111\u1ed9ng kinh doanh n\u00ean th\u1ef1c hi\u1ec7n d\u1ef1a tr\u00ean c\u00e1c ph\u00e2n t\u00edch tr\u01b0\u1edbc \u0111\u00f3. Lo\u1ea1i ph\u00e2n t\u00edch n\u00e0y c\u00f3 gi\u00e1 tr\u1ecb cao trong vi\u1ec7c gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ti\u1ec1m \u1ea9n ho\u1eb7c duy tr\u00ec v\u1ecb th\u1ebf c\u1ea1nh tranh, th\u01b0\u1eddng y\u00eau c\u1ea7u c\u00e1c thu\u1eadt to\u00e1n ph\u1ee9c t\u1ea1p v\u00e0 c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn nh\u01b0 h\u1ecdc m\u00e1y (machine learning<\/a><\/em>).<\/p>\n\n\n\n

<\/a>8 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 Data Analyst ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h2>\n\n\n\n

Trong qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u00e1c Data Analyst th\u01b0\u1eddng s\u1eed d\u1ee5ng nhi\u1ec1u c\u00f4ng c\u1ee5 kh\u00e1c nhau \u0111\u1ec3 l\u00e0m cho c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 8 c\u00f4ng c\u1ee5 ph\u1ed5 bi\u1ebfn trong ng\u00e0nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/p>\n\n\n\n

<\/a>Microsoft Excel<\/strong><\/h3>\n\n\n\n

M\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 ph\u1ed5 bi\u1ebfn nh\u1ea5t l\u00e0 Microsoft Excel. C\u00f4ng c\u1ee5 n\u00e0y cung c\u1ea5p c\u00e1c ch\u1ee9c n\u0103ng m\u1ea1nh m\u1ebd cho vi\u1ec7c t\u1ed5 ch\u1ee9c, ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u. V\u1edbi c\u00e1c c\u00f4ng th\u1ee9c v\u00e0 b\u1ea3ng pivot, Excel h\u1ed7 tr\u1ee3 vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch linh ho\u1ea1t v\u00e0 d\u1ec5 s\u1eed d\u1ee5ng.<\/p>\n\n\n\n

<\/a>Google Sheets<\/strong><\/h3>\n\n\n\n

T\u01b0\u01a1ng t\u1ef1 nh\u01b0 Excel, Google Sheets l\u00e0 c\u00f4ng c\u1ee5 b\u1ea3ng t\u00ednh tr\u1ef1c tuy\u1ebfn gi\u00fap qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. S\u1ef1 kh\u00e1c bi\u1ec7t ch\u00ednh l\u00e0 t\u00ednh n\u0103ng chia s\u1ebb v\u00e0 h\u1ee3p t\u00e1c theo th\u1eddi gian th\u1ef1c, ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c doanh nghi\u1ec7p l\u00e0m vi\u1ec7c remote.<\/p>\n\n\n\n

<\/a>SQL<\/strong><\/h3>\n\n\n\n

Structured Query Language (SQL) l\u00e0 ng\u00f4n ng\u1eef truy v\u1ea5n c\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 tr\u00edch xu\u1ea5t v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7. Lo\u1ea1i ng\u00f4n ng\u1eef n\u00e0y gi\u00fap Data Analyst th\u1ef1c hi\u1ec7n c\u00e1c truy v\u1ea5n ph\u1ee9c t\u1ea1p v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3.<\/p>\n\n\n

\n
\"cac-cong-cu-ho-tro-data-analyst-phan-tich-du-lieu\"
C\u00e1c c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 Data Analyst ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n

<\/a>Tableau<\/strong><\/h3>\n\n\n\n

Tableau l\u00e0 c\u00f4ng c\u1ee5 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd, cho ph\u00e9p t\u1ea1o ra c\u00e1c bi\u1ec3u \u0111\u1ed3 v\u00e0 dashboard \u0111\u1eb9p m\u1eaft t\u1eeb d\u1eef li\u1ec7u. C\u00f4ng c\u1ee5 n\u00e0y gi\u00fap Data Analyst truy\u1ec1n \u0111\u1ea1t th\u00f4ng tin ph\u1ee9c t\u1ea1p m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng v\u00e0 d\u1ec5 hi\u1ec3u cho c\u00e1c b\u00ean li\u00ean quan.<\/p>\n\n\n\n

<\/a>R ho\u1eb7c Python<\/strong><\/h3>\n\n\n\n

C\u1ea3 R v\u00e0 Python \u0111\u1ec1u l\u00e0 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u1ed5 bi\u1ebfn trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. R n\u1ed5i b\u1eadt v\u1edbi c\u00e1c g\u00f3i ph\u00e2n t\u00edch th\u1ed1ng k\u00ea, trong khi Python \u0111\u01b0\u1ee3c \u01b0a chu\u1ed9ng v\u00ec t\u00ednh linh ho\u1ea1t v\u00e0 c\u00e1c th\u01b0 vi\u1ec7n m\u1ea1nh m\u1ebd nh\u01b0 Pandas v\u00e0 NumPy.<\/p>\n\n\n\n

<\/a>SAS<\/strong><\/h3>\n\n\n\n

SAS (Statistical Analysis System<\/strong>) l\u00e0 ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd, th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng v\u00e0 ph\u00e2n t\u00edch t\u00e0i ch\u00ednh. Ph\u1ea7n m\u1ec1m n\u00e0y cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 cho ph\u00e2n t\u00edch th\u1ed1ng k\u00ea v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u.<\/p>\n\n\n\n

<\/a>Microsoft Power BI<\/strong><\/h3>\n\n\n\n

Power BI l\u00e0 c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a t\u1eeb Microsoft, cho ph\u00e9p t\u1ea1o ra c\u00e1c b\u00e1o c\u00e1o v\u00e0 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n t\u01b0\u01a1ng t\u00e1c. V\u1edbi Power BI, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u00edch h\u1ee3p d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau v\u00e0 chia s\u1ebb th\u00f4ng tin m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng.<\/p>\n\n\n\n

<\/a>Jupyter Notebooks<\/strong><\/h3>\n\n\n\n

Jupyter Notebooks l\u00e0 c\u00f4ng c\u1ee5 m\u00e3 ngu\u1ed3n m\u1edf cho ph\u00e9p l\u1eadp tr\u00ecnh vi\u00ean vi\u1ebft m\u00e3 v\u00e0 t\u1ea1o b\u00e1o c\u00e1o tr\u1ef1c ti\u1ebfp trong c\u00f9ng m\u1ed9t m\u00f4i tr\u01b0\u1eddng. \u0110\u1eb7c bi\u1ec7t h\u1eefu \u00edch cho vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a v\u1edbi Python v\u00e0 c\u00e1c th\u01b0 vi\u1ec7n li\u00ean quan.<\/p>\n\n\n\n

<\/a>5 b\u01b0\u1edbc tr\u1edf th\u00e0nh m\u1ed9t Data Analyst chuy\u00ean nghi\u1ec7p<\/strong><\/h2>\n\n\n\n

Tr\u1edf th\u00e0nh m\u1ed9t Data Analyst chuy\u00ean nghi\u1ec7p y\u00eau c\u1ea7u b\u1ea1n ph\u1ea3i trang b\u1ecb \u0111\u1ea7y \u0111\u1ee7 ki\u1ebfn th\u1ee9c, k\u1ef9 n\u0103ng v\u00e0 kinh nghi\u1ec7m th\u1ef1c ti\u1ec5n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 5 b\u01b0\u1edbc chi ti\u1ebft \u0111\u1ec3 gi\u00fap b\u1ea1n tr\u00ean con \u0111\u01b0\u1eddng n\u00e0y.<\/p>\n\n\n\n

<\/a>H\u1ecdc c\u00e1c k\u1ef9 n\u0103ng c\u01a1 b\u1ea3n<\/strong><\/h3>\n\n\n\n

\u0110\u1ec3 b\u1eaft \u0111\u1ea7u, b\u1ea1n c\u1ea7n n\u1eafm v\u1eefng c\u00e1c k\u1ef9 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u01a1 b\u1ea3n. B\u1ea1n c\u00f3 th\u1ec3 h\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng Microsoft Excel v\u00e0 Google Sheets \u0111\u1ec3 l\u00e0m vi\u1ec7c v\u1edbi b\u1ea3ng t\u00ednh v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. C\u00e1c c\u00f4ng c\u1ee5 n\u00e0y cho ph\u00e9p b\u1ea1n th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p to\u00e1n c\u01a1 b\u1ea3n, t\u1ea1o bi\u1ec3u \u0111\u1ed3 v\u00e0 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n \u0111\u01a1n gi\u1ea3n. Ngo\u00e0i ra, vi\u1ec7c h\u1ecdc SQL (Structured Query Language<\/strong>) c\u0169ng r\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 truy xu\u1ea5t v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7. SQL gi\u00fap b\u1ea1n th\u1ef1c hi\u1ec7n c\u00e1c truy v\u1ea5n \u0111\u1ec3 l\u1ecdc, nh\u00f3m v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/p>\n\n\n\n

<\/a>H\u1ecdc l\u1eadp tr\u00ecnh v\u00e0 th\u1ed1ng k\u00ea<\/strong><\/h3>\n\n\n\n

\u0110\u1ec3 n\u00e2ng cao kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch, b\u1ea1n n\u00ean h\u1ecdc c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh nh\u01b0 R ho\u1eb7c Python. R l\u00e0 ng\u00f4n ng\u1eef ph\u1ee5c v\u1ee5 cho vi\u1ec7c ph\u00e2n t\u00edch th\u1ed1ng k\u00ea v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u, Python n\u1ed5i b\u1eadt v\u1edbi t\u00ednh linh ho\u1ea1t v\u00e0 c\u00e1c th\u01b0 vi\u1ec7n m\u1ea1nh m\u1ebd nh\u01b0 Pandas, NumPy hay Matplotlib. N\u1eafm v\u1eefng c\u00e1c kh\u00e1i ni\u1ec7m th\u1ed1ng k\u00ea c\u01a1 b\u1ea3n, nh\u01b0 ph\u00e2n ph\u1ed1i x\u00e1c su\u1ea5t, h\u1ed3i quy v\u00e0 ph\u00e2n t\u00edch ph\u01b0\u01a1ng sai, gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 c\u00e1ch d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u00e1p d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch ph\u00f9 h\u1ee3p.<\/p>\n\n\n\n

<\/a>S\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h3>\n\n\n\n

L\u00e0m quen v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u chuy\u00ean nghi\u1ec7p nh\u01b0 Tableau v\u00e0 Microsoft Power BI. Tableau cho ph\u00e9p b\u1ea1n t\u1ea1o ra c\u00e1c bi\u1ec3u \u0111\u1ed3 v\u00e0 dashboard tr\u1ef1c quan \u0111\u1ec3 gi\u00fap truy\u1ec1n \u0111\u1ea1t th\u00f4ng tin t\u1eeb d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng v\u00e0 d\u1ec5 hi\u1ec3u. Microsoft Power BI cung c\u1ea5p c\u00e1c t\u00ednh n\u0103ng t\u01b0\u01a1ng t\u1ef1 nh\u01b0ng t\u00edch h\u1ee3p t\u1ed1t h\u01a1n v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 Microsoft kh\u00e1c v\u00e0 h\u1ed7 tr\u1ee3 t\u1ea1o b\u00e1o c\u00e1o t\u01b0\u01a1ng t\u00e1c. Vi\u1ec7c s\u1eed d\u1ee5ng th\u00e0nh th\u1ea1o c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y gi\u00fap b\u1ea1n t\u1ea1o ra c\u00e1c b\u00e1o c\u00e1o tr\u1ef1c quan v\u00e0 th\u00f4ng tin ph\u00e2n t\u00edch c\u00f3 gi\u00e1 tr\u1ecb cho c\u00e1c b\u00ean li\u00ean quan.<\/p>\n\n\n

\n
\"cac-buoc-tro-thanh-mot-data-analyst\"
C\u00e1c b\u01b0\u1edbc tr\u1edf th\u00e0nh m\u1ed9t Data Analyst<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n

<\/a>X\u00e2y d\u1ef1ng kinh nghi\u1ec7m th\u1ef1c ti\u1ec5n<\/strong><\/h3>\n\n\n\n

Kinh nghi\u1ec7m th\u1ef1c ti\u1ec5n l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng gi\u00fap b\u1ea1n ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng v\u00e0 \u1ee9ng d\u1ee5ng ki\u1ebfn th\u1ee9c v\u00e0o th\u1ef1c t\u1ebf. Tham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1eadp ho\u1eb7c l\u00e0m vi\u1ec7c trong c\u00e1c d\u1ef1 \u00e1n freelance gi\u00fap b\u1ea1n l\u00e0m quen v\u1edbi c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf v\u00e0 r\u00e8n luy\u1ec7n kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1. T\u00ecm ki\u1ebfm c\u00e1c c\u01a1 h\u1ed9i th\u1ef1c t\u1eadp ho\u1eb7c c\u00e1c d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u t\u1eeb c\u00e1c t\u1ed5 ch\u1ee9c ho\u1eb7c doanh nghi\u1ec7p c\u00f3 th\u1ec3 cung c\u1ea5p cho b\u1ea1n c\u00e1i nh\u00ecn t\u1ed5ng quan v\u1ec1 c\u00e1ch d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau.<\/p>\n\n\n\n

<\/a>N\u00e2ng cao tr\u00ecnh \u0111\u1ed9 h\u1ecdc v\u1ea5n v\u00e0 ch\u1ee9ng ch\u1ec9<\/strong><\/h3>\n\n\n\n

\u0110\u1ec3 c\u1ee7ng c\u1ed1 uy t\u00edn v\u00e0 kh\u1ea3 n\u0103ng c\u1ee7a m\u00ecnh trong l\u0129nh v\u1ef1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u, b\u1ea1n c\u00f3 th\u1ec3 tham gia c\u00e1c kh\u00f3a h\u1ecdc chuy\u00ean s\u00e2u ho\u1eb7c ch\u1ee9ng ch\u1ec9 li\u00ean quan. C\u00e1c ch\u1ee9ng ch\u1ec9 nh\u01b0 Certified Analytics Professional (CAP) ho\u1eb7c c\u00e1c kh\u00f3a h\u1ecdc t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng h\u1ecdc tr\u1ef1c tuy\u1ebfn nh\u01b0 Coursera, edX hay Udacity c\u00f3 th\u1ec3 gi\u00fap b\u1ea1n trang b\u1ecb th\u00eam ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u, ch\u1ee9ng minh n\u0103ng l\u1ef1c c\u1ee7a m\u00ecnh v\u1edbi nh\u00e0 tuy\u1ec3n d\u1ee5ng. Vi\u1ec7c li\u00ean t\u1ee5c h\u1ecdc h\u1ecfi v\u00e0 c\u1eadp nh\u1eadt c\u00e1c xu h\u01b0\u1edbng m\u1edbi trong ng\u00e0nh c\u0169ng gi\u00fap b\u1ea1n duy tr\u00ec s\u1ef1 c\u1ea1nh tranh v\u00e0 ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p l\u00e2u d\u00e0i.<\/p>\n\n\n\n

Trong m\u1ed9t th\u1ebf gi\u1edbi ng\u00e0y c\u00e0ng ph\u1ee5 thu\u1ed9c v\u00e0o d\u1eef li\u1ec7u, vai tr\u00f2 c\u1ee7a Data Analyst tr\u1edf n\u00ean quan tr\u1ecdng h\u01a1n bao gi\u1edd h\u1ebft. Vi\u1ec7c hi\u1ec3u r\u00f5 v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c b\u01b0\u1edbc c\u1ea7n thi\u1ebft \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t Data Analyst chuy\u00ean nghi\u1ec7p s\u1ebd m\u1edf ra nh\u1eefng c\u01a1 h\u1ed9i l\u1edbn cho s\u1ef1 nghi\u1ec7p c\u1ee7a b\u1ea1n. H\u00e3y t\u1eadn d\u1ee5ng c\u01a1 h\u1ed9i \u0111\u1ec3 ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng, \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi v\u00e0 h\u1ecdc h\u1ecfi \u0111\u1ec3 ti\u1ebfp t\u1ee5c ti\u1ebfn b\u1ed9 trong ngh\u1ec1.<\/p>\n\n\n\n

H\u00e3y ti\u1ebfp t\u1ee5c theo d\u00f5i Tino Group \u0111\u1ec3 \u0111\u00f3n \u0111\u1ecdc nh\u1eefng b\u00e0i vi\u1ebft hay v\u00e0 h\u1eefu \u00edch kh\u00e1c b\u1ea1n nh\u00e9!<\/p>\n\n\n\n

T\u00c0I LI\u1ec6U THAM KH\u1ea2O:<\/strong><\/p>\n\n\n\n

    \n
  1. Coursera Staff. (2024, April 1). What Does a Data Analyst Do? Your 2024 Career Guide. <\/em>Coursera.org. https:\/\/www.coursera.org\/articles\/what-does-a-data-analyst-do-a-career-guide<\/li>\n\n\n\n
  2. Simplilearn. (2024, July 23). What Does a Data Analyst Do?. <\/em>Simplilearn.com. https:\/\/www.simplilearn.com\/what-does-a-data-analyst-do-article<\/li>\n\n\n\n
  3. Robin Madell. (2023, February 20). What Is a Data Analyst?. <\/em>Theforage.com. https:\/\/www.theforage.com\/blog\/careers\/data-analyst<\/li>\n\n\n\n
  4. Shayna Joubert. (2024, August 8). What Does a Data Analyst Do?. <\/em>Graduate.northeastern.edu. https:\/\/graduate.northeastern.edu\/resources\/what-does-a-data-analyst-do\/<\/li>\n<\/ol>\n\n\n\n

    <\/a>Nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/strong><\/h2>\n\n\n
    \n
    \n
    \n

    Data Analyst kh\u00e1c g\u00ec so v\u1edbi Data Scientist?<\/strong><\/h3>\n
    \n\n

    Data Analyst t\u1eadp trung v\u00e0o vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u hi\u1ec7n c\u00f3 v\u00e0 cung c\u1ea5p th\u00f4ng tin h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh kinh doanh. Trong khi \u0111\u00f3, Data Scientist th\u01b0\u1eddng s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt h\u1ecdc m\u00e1y, ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh v\u00e0 d\u1ef1 \u0111o\u00e1n c\u00e1c xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai.<\/p>\n\n<\/div>\n<\/div>\n

    \n

    Data Analyst c\u1ea7n nh\u1eefng tr\u00ecnh \u0111\u1ed9 h\u1ecdc v\u1ea5n n\u00e0o?<\/strong><\/h3>\n
    \n\n

    H\u1ea7u h\u1ebft c\u00e1c Data Analyst c\u1ea7n c\u00f3 b\u1eb1ng c\u1eed nh\u00e2n trong c\u00e1c l\u0129nh v\u1ef1c li\u00ean quan nh\u01b0 Khoa h\u1ecdc M\u00e1y t\u00ednh, To\u00e1n h\u1ecdc, Th\u1ed1ng k\u00ea, Kinh t\u1ebf ho\u1eb7c Qu\u1ea3n tr\u1ecb Kinh doanh. M\u1ed9t s\u1ed1 v\u1ecb tr\u00ed cao c\u1ea5p h\u01a1n c\u00f3 th\u1ec3 y\u00eau c\u1ea7u b\u1eb1ng th\u1ea1c s\u0129 ho\u1eb7c ch\u1ee9ng ch\u1ec9 chuy\u00ean ng\u00e0nh.<\/p>\n\n<\/div>\n<\/div>\n

    \n

    Data Analyst c\u1ea7n bi\u1ebft v\u1ec1 c\u00e1c quy \u0111\u1ecbnh b\u1ea3o m\u1eadt d\u1eef li\u1ec7u kh\u00f4ng?<\/strong><\/h3>\n
    \n\n

    C\u00f3! Vi\u1ec7c hi\u1ec3u c\u00e1c quy \u0111\u1ecbnh b\u1ea3o m\u1eadt d\u1eef li\u1ec7u nh\u01b0 GDPR ho\u1eb7c CCPA gi\u00fap b\u1ea1n x\u1eed l\u00fd v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u an to\u00e0n, tu\u00e2n th\u1ee7 ph\u00e1p lu\u1eadt.<\/p>\n\n<\/div>\n<\/div>\n

    \n

    Data Analyst c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c t\u1eeb xa kh\u00f4ng?<\/strong><\/h3>\n
    \n\n

    T\u1ea5t nhi\u00ean l\u00e0 c\u00f3! Nhi\u1ec1u Data Analyst l\u00e0m vi\u1ec7c t\u1eeb xa, nh\u1ea5t l\u00e0 khi c\u00f4ng vi\u1ec7c ch\u1ee7 y\u1ebfu li\u00ean quan \u0111\u1ebfn ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u00ean m\u00e1y t\u00ednh. Tuy nhi\u00ean, vi\u1ec7c n\u00e0y c\u00f2n t\u00f9y v\u00e0o y\u00eau c\u1ea7u c\u1ee7a nh\u00e0 tuy\u1ec3n d\u1ee5ng v\u00e0 t\u00ednh ch\u1ea5t c\u1ee7a d\u1ef1 \u00e1n.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n

    <\/h3>\n","protected":false},"excerpt":{"rendered":"

    Trong th\u1eddi \u0111\u1ea1i s\u1ed1, d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c v\u00ed nh\u01b0 \u201cv\u00e0ng \u0111en\u201d \u0111\u1ed1i v\u1edbi m\u1ecdi doanh nghi\u1ec7p. Tuy nhi\u00ean, l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 bi\u1ebfn \u201cv\u00e0ng \u0111en\u201d \u0111\u00f3 th\u00e0nh nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch ph\u1ee5c v\u1ee5 cho vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh? \u0110\u00e2y ch\u00ednh l\u00e0 nhi\u1ec7m v\u1ee5 c\u1ee7a Data Analyst. V\u1eady ch\u00ednh x\u00e1c Data Analyst l\u00e0 g\u00ec? Data […]<\/p>\n","protected":false},"author":24,"featured_media":8386,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7365],"tags":[7355],"class_list":["post-8367","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-doanh-nghiep","tag-tu-van-hanh-doanh-nghiep"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/8367","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/comments?post=8367"}],"version-history":[{"count":1,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/8367\/revisions"}],"predecessor-version":[{"id":114406,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/8367\/revisions\/114406"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=8367"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=8367"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=8367"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}